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检索条件"主题词=Encoder-decoder"
902 条 记 录,以下是241-250 订阅
排序:
EPSegNet: Lightweight Semantic Recalibration and Assembly for Efficient Polyp Segmentation
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025年 PP卷 PP页
作者: Wu, Huisi Zhao, Zebin Shenzhen Univ Coll Comp Sci & Software Engn Shenzhen 518060 Peoples R China
Colorectal cancer (CRC) is among the most common malignancies and the detection and removal of polyps at the early stage is of great importance to prevent it. However, current state-of-the-art high-accuracy methods fo... 详细信息
来源: 评论
MMAN-M2: Multiple multi-head attentions network based on encoder with missing modalities
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PATTERN RECOGNITION LETTERS 2024年 177卷 110-120页
作者: Li, Jiayao Li, Li Sun, Ruizhi Yuan, Gang Wang, Shufan Sun, Shulin China Agr Univ Coll Informat & Elect Engn Beijing 100083 Peoples R China Beijing Informat Sci & Technol Univ Comp Sch Beijing 100101 Peoples R China Minist Agr Sci Res Base Integrated Technol Precis Agr Anim Hu Beijing 100083 Peoples R China
Multi-modal fusion is a hot topic in field of multi-modal learning. Most of the previous multi-modal fusion tasks are based on the complete modality. Existing researches on missing multi-modal fusion fail to consider ... 详细信息
来源: 评论
Generative deep learning for probabilistic streamflow forecasting: Conditional variational auto-encoder
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JOURNAL OF HYDROLOGY 2024年 629卷
作者: Jahangir, Mohammad Sina Quilty, John Univ Waterloo Dept Civil & Environm Engn Waterloo ON Canada
Probabilistic hydrological forecasting has gained increasing importance in recent years, as it offers essential information for risk-based decision-making and flood management. Traditional hydrological models often pr... 详细信息
来源: 评论
Detecting log anomaly using subword attention encoder and probabilistic feature selection
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APPLIED INTELLIGENCE 2023年 第19期53卷 22297-22312页
作者: Hariharan, M. Mishra, Abhinesh Ravi, Sriram Sharma, Ankita Tanwar, Anshul Sundaresan, Krishna Ganesan, Prasanna Karthik, R. Cisco Syst India Pvt Ltd Bengaluru India Vellore Inst Technol Ctr Cyber Phys Syst Chennai India
Log anomaly is a manifestation of a software system error or security threat. Detecting such unusual behaviours across logs in real-time is the driving force behind large-scale autonomous monitoring technology that ca... 详细信息
来源: 评论
N-Net: an UNet architecture with dual encoder for medical image segmentation
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SIGNAL IMAGE AND VIDEO PROCESSING 2023年 第6期17卷 3073-3081页
作者: Liang, Bingtao Tang, Chen Zhang, Wei Xu, Min Wu, Tianbo Tianjin Univ Sch Elect & Informat Engn Tianjin 300072 Peoples R China Tianjin Med Univ Tianjin Eye Hosp Tianjin Eye Inst Tianjin Key Lab Ophthalmol & Visual SciClin Coll Tianjin 300020 Peoples R China
In order to assist physicians in diagnosis and treatment planning, accurate and automatic methods of organ segmentation are needed in clinical practice. UNet and its improved models, such as UNet + + and UNt3 + , have... 详细信息
来源: 评论
EDSRNet: An Enhanced decoder Semantic Recovery Network for 2D Medical Image Segmentation
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IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2025年 第2期29卷 1113-1124页
作者: Sun, Feng Zhou, Ying Hu, Longxiangfeng Li, Yongyan Zhao, Dan Chen, Yufeng He, Yu Univ Elect Sci & Technol China Mianyang Cent Hosp Sch Med Mianyang 621000 Peoples R China Mianyang Cent Hosp NHC Key Lab Nucl Technol Med Transformat Mianyang 621000 Peoples R China Southwest Univ Sci & Technol Sch Informat Engn Mianyang 621000 Peoples R China
In recent years, with the advancement of medical imaging technology, medical image segmentation has played a key role in assisting diagnosis and treatment planning. Current deep learning-based medical image segmentati... 详细信息
来源: 评论
Physics descriptors enhanced Bayesian learning method for permeability of random media under sparse data
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2025年 143卷
作者: Qi, Hang Guan, Xiaofei Chen, Qing Jiang, Zhengwu Liu, Fang Zhang, Jieqiong Zhu, Hehua Tongji Univ Sch Math Sci Minist Educ Shanghai 200092 Peoples R China Tongji Univ Key Lab Intelligent Comp & Applicat Minist Educ Shanghai 200092 Peoples R China Henan Acad Sci Inst Math Zhengzhou 450046 Peoples R China Tongji Univ Key Lab Adv Civil Engn Mat Minist Educ Shanghai 200092 Peoples R China Tongji Univ Sch Mat Sci & Engn Shanghai 200092 Peoples R China Tongji Univ State Key Lab Disaster Reduct Civil Engn Shanghai 200092 Peoples R China Northwest Univ Sch Math Xian 710127 Peoples R China Tongji Univ Key Lab Geotech & Underground Engn Minist Educ Shanghai 200092 Peoples R China
Permeability is a significant property in microstructure-based material design. Currently, the main research gap in such material design can be divided into three aspects: Firstly, experimental methods face stringent ... 详细信息
来源: 评论
Investigation of data-driven model predictive control for liquid nitrogen cooling on helium refrigerator
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FUSION ENGINEERING AND DESIGN 2025年 211卷
作者: Yu, Qiang Zhou, Zhiwei Yuan, Kai Li, Shanshan Zhu, Zhigang Zhuang, Ming Chinese Acad Sci Inst Plasma Phys Hefei Inst Phys Sci Hefei 230031 Peoples R China Univ Sci & Technol China Hefei 230026 Peoples R China
The helium refrigerator, which is a critical infrastructure of the fusion device, should be controlled well and maintain stability. During the operation of one refrigerator in the Comprehensive Research Facility for F... 详细信息
来源: 评论
ERU-Net: A novel effective 2D residual neural network for brain tumors semantic segmentation from multimodal MRI
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2025年 101卷
作者: Mohammed, Yahya M. A. Jellouli, Ismail El Garouani, Said Abdelmalek Essaadi Univ Fac Sci Dept Comp Sci Emerging Comp Technol ECT Tetouan Morocco Sidi Mohamed Ben Abdellah Univ Fac Sci Fes Morocco
Brain tumor segmentation technology is crucial in diagnosing and treating MRI brain tumors. It aids doctors in locating and measuring tumors. It also plays a vital role in the planning and development of treatment and... 详细信息
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MNet-SAt: A Multiscale Network with Spatial-enhanced Attention for segmentation of polyps in colonoscopy
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2025年 102卷
作者: Raghaw, Chandravardhan Singh Yadav, Aryan Sanjotra, Jasmer Singh Dangi, Shalini Kumar, Nagendra Indian Inst Technol IIT Indore Dept Comp Sci & Engn Indore 453552 India Indian Inst Technol IIT Indore Dept Elect Engn Indore 453552 India
Automated polyp segmentation in colonoscopy is crucial for early diagnosis and treatment planning of colorectal cancer. Early detection of polyps significantly improves survival rates. However, traditional methods rel... 详细信息
来源: 评论